The model is focused mainly on the creation of general and maximal wide mathematical description of irradiated hypothetical cells treated as complex physical systems.Keywords: low dose radiation; low radiation; Markov Chain Monte Carlo; MCMC; radiation risk; cell modelling; dose response; adaptive response modelling; mechanistic models; cellular irradiation; stochastic tree; biophysics; carcinogen